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Indirect genetic effects on the relationships between production and feeding behaviour traits in growing Duroc pigs

机译:基于生长猪生长猪生产与饲养行为特征的间接遗传效应

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Performance and feeding behaviour traits in growing pigs could be affected by social interaction effects when animals are raised in group. So, properly knowing the genetic correlations between direct and social interaction effects among performance and feeding behaviour traits could improve the accuracy of the genetic evaluations. Our aim was to explore the role of feeding behaviour traits (FBT) and indirect genetic effects (IGEs) in the genetic evaluations of growing pigs. Thus, genetic parameters were estimated for production traits (PT): average daily gain, average daily feed consumption, feed conversion ratio and backfat thickness; as well as for FBT: average daily feeding rate, average daily feeding frequency, average daily occupation time and average daily time between consecutive visits. Traits were recorded in 1144 Duroc pigs during the fattening period. Two bivariate models were fitted: classic animal model and an animal model fitting IGE. Estimations were done following Bayesian procedures. Heritability estimates obtained with classic animal model for all studied traits were medium-high. The additional heritable variation captured by IGE supposed that the ratios of total genetic variance to phenotypic variance (T-2) were higher than the heritability estimates obtained with the classic model, except for occupation time trait, when a lower value (0.20 +/- 0.19) was estimated. This is due to a high and negative correlation between IGE and direct genetic effects (DGEs) of this particular trait (-0.78 +/- 0.27). Results from classic animal model do not evidence a clear role of FBT to improve the accuracy of breeding value predictions for PT; only average daily feeding rate seems to show a positive correlation (around 0.50 to 0.60) with average daily gain, average daily feed consumption and backfat thickness. However, when IGE model was fitted, the number of estimates of genetic correlations between FBT and PT showing a relevant magnitude increased, generally for the correlations between IGE of FBT and DGE of PT; or particularly for the correlations between IGE of average daily feeding frequency, and the IGE of all the PT, except average daily gain. Thus, in evaluations using the animal model with IGE fitted, the inclusion of FBT could aid the improvement of the accuracy of breeding value predictions for PT. This is a consequence of the improved genetic relationships between traits that can be fitted when considering such models.
机译:当动物在组中提出时,生长猪中的性能和饲养行为特征可能受到社会互动效应的影响。因此,正确了解性能和喂养行为特征之间的直接和社会互动效应之间的遗传相关性可以提高遗传评估的准确性。我们的目标是探讨饲养行为特征(FBT)和间接遗传效应(IGES)在种植猪的遗传评估中的作用。因此,估计遗传参数用于生产性状(PT):平均每日增益,平均每日饲料消耗,进料转换率和背脂厚度;以及FBT:平均每日喂养率,平均每日喂养频率,平均每日占用时间和连续访问之间的平均每日时间。在育肥期间在1144个Duroc猪中记录了特征。两个双方模型安装了:经典动物模型和动物模型配件IgE。估计是在贝叶斯程序之后完成的。用经典动物模型获得所有研究性状的遗传性估计是中等的。 IgE所捕获的额外遗传变异假设总遗传方差与表型方差(T-2)的比率高于经典模型获得的遗传性估计,除占用时间特征除外,当值较低(0.20 +/-估计0.19)。这是由于IgE与该特定特征的直接遗传效应(达到的直接遗传效应(-0.78 +/- 0.27)之间的高和负相关性。经典动物模型的结果尚未证明FBT的明确作用,以提高PT的育种价值预测的准确性;只有平均每日喂养率似乎显示正相关(约0.50至0.60),平均每日增益,平均每日饲料消耗和背脂厚度。然而,当IgE模型装配时,FBT和PT之间的遗传相关性估算数量增加,通常用于FBT的IgE与PT的DGE之间的相关性;或者特别是对于平均每日喂养频率的IgE之间的相关性,以及所有PT的IgE,除了平均每日增益。因此,在使用IgE拟合的动物模型的评估中,包含FBT可以有助于提高PT的育种值预测的准确性。这是在考虑这些模型时可以安装的特征之间改进的遗传关系的结果。

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